👋 About me
I am a Ph.D. candidate in the School of Aerospace Engineering and Applied Mechanics, Tongji University.
My research interest includes nonlinear dynamical systems, mechanical intelligent fault diagnosis, specific foundation model, etc. I have published numerous papers at the top international journals with total google scholar citations 400+.
🔥 News
- 2025.04 🎉 Received the Provincial Outstanding Master’s Thesis from Education Department of Anhui Province.
- 2025.02 🎉 A paper accepeted by journal IEEE Transactions on Reliability.
- 2024.12 🎉 Received the National scholarship from Tongji University.
- 2024.07 🎉 Received the Outstanding Master’s Thesis in Mechanical Engineering from Auhui Mechanical Engineering Society.
- 2024.01 🎉 A paper accepeted by journal Information Fusion.
- 2024.01 🎉 A paper accepeted by journal Applied Soft Computing.
📝 Publications
✍ Nonlinear dynamics
👇🏻 Intelligent fault diagnosis
2025
Haiyang Pan, Haifeng Xu, Jian Cheng, Jinde Zheng, Jinyu Tong. A Multiclass Graph Embedding Matrix Classification Method for Roller Bearing State Identification Under Limited Sample, IEEE Transactions on Reliability, 2025. JCR Q2, IF=5.
Qi Li, Lichang Qin, Haifeng Xu, Qijian Lin, Zhaoye Qin, Fulei Chu. Transparent information fusion network: An explainable network for multi-source bearing fault diagnosis via self-organized neural-symbolic nodes, Advanced Engineering Informatics, 2025. JCR Q1, IF=8.
2024
Published in Information Fusion, JCR Q1, IF=14.8.
Haifeng Xu, Xu Wang, Jinfeng Huang, Feibin Zhang, Fulei Chu
- A multi-sensor information fusion method for semi-supervised intelligent diagnosis. Extremely fewer labeled multi-sensor signals fusion features are used for modeling.
🔥Hot Paper 🏆Highly Cited Paper
Haifeng Xu, Haiyang Pan, Jinde Zheng, Jinyu Tong, Feibin Zhang, Fulei Chu. Intelligent fault identification in sample imbalance scenarios using robust low-rank matrix classifier with fuzzy weighting factor, Applied Soft Computing, 2024. JCR Q1, IF=7.2.
2023
Haiyang Pan, Haifeng Xu, Jinde Zheng, Haidong Shao, Jinyu Tong. A Semi-Supervised Matrixized Graph Embedding Machine for Roller Bearing Fault Diagnosis Under Few-Labeled Samples, IEEE Transactions on Industrial Informatics, 2023. JCR Q1, IF=11.7. 🏆Highly Cited Paper
Haiyang Pan, Li Sheng, Haifeng Xu, Jinde Zheng, Jinyu Tong, Qingyun Liu. Deep stacked pinball transfer matrix machine with its application in roller bearing fault diagnosis, Engineering Applications of Artificial Intelligence, 2023. JCR Q1, IF=7.5.
2022
Haiyang Pan, Haifeng Xu, Jinde Zheng, Jinyu Tong. Non-parallel bounded support matrix machine and its application in roller bearing fault diagnosis, Information Sciences, 2022, JCR Q1, IF=8.1. 🏆Highly Cited Paper
Haiyang Pan, Haifeng Xu, Jinde Zheng, Jin Su, Jinyu Tong. Multi-class fuzzy support matrix machine for classification in roller bearing fault diagnosis, Advanced Engineering Informatics, 2022. JCR Q1, IF=8. 🏆Highly Cited Paper
Haifeng Xu, Haiyang Pan, Jinde Zheng, Qingyun Liu, Jinyu Tong. Dynamic penalty adaptive matrix machine for the intelligent detection of unbalanced faults in roller bearing, Knowledge-Based Systems, 2022, JCR Q1, IF=7.2.
Haiyang Pan, Haifeng Xu, Jinde Zheng, Jinyu Tong, Jian Cheng. Twin robust matrix machine for intelligent fault identification of outlier samples in roller bearing, 2022, Knowledge-Based Systems, JCR Q1, IF=7.2.
Haiyang Pan, Haifeng Xu, Jinde Zheng. A novel symplectic relevance matrix machine method for intelligent fault diagnosis of roller bearing, Expert Systems with Applications, 2022. JCR Q1, IF=7.5.
Haiyang Pan, Haifeng Xu, Qingyun Liu, Jinde Zheng, Jinyu Tong. An intelligent fault diagnosis method based on adaptive maximal margin tensor machine, Measurement, 2022. JCR Q1, IF=5.2.
Haiyang Pan, Haifeng Xu, Jinde Zheng, Qingyun Liu, Jinyu Tong. Cyclic symplectic component decomposition with application in planetary gearbox fault diagnosis, Mechanism and Machine Theory, 2022. JCR Q1, IF=4.5.
Haiyang Pan, Li Sheng, Haifeng Xu, Jinyu Tong, Jinde Zheng, Qingyun Liu. Pinball transfer support matrix machine for roller bearing fault diagnosis under limited annotation data, Applied Soft Computing, 2022. JCR Q1, IF=7.2.
🥇 Honors and Awards
- 2025.04 . Provincial Outstanding Master’s Thesis by Education Department of Anhui Province.
- 2024.12 . National Scholarship by Ministry of Education of China.
- 2024.07 . Outstanding Master’s Thesis in Mechanical Engineering by Auhui Mechanical Engineering Society.
- 2023.05 . Outstanding Graduate of Anhui Province Higher Education Institutions by Education Department of Anhui Province.
- 2022.12 . National Scholarship by Ministry of Education of China.
- 2022.12 . Anhui Province Postgraduate Innovation and Entrepreneurship Star by Education Department of Anhui Province.
- 2021.12 . Merit Student by Anhui University of Technology.
📖 Educations
- 2024.09 - present . Ph.D. in Aerospace Science and Technology, Tongji University, Supervisor: Prof. Zhang Zhen.
- 2020.09 - 2023.07 . M.E. in Mechanical Engineering, Anhui University of Technology, Supervisors: Assoc. Prof. Pan Haiyang, Prof. Zheng Jinde.
- 2015.09 - 2019.07 . B.E. in Mechanical Design, Manufacturing, and Automation, Anqing Normal University.
💻 Work Experiences
- 2024.09 - 2024.06 . Research Assistant in Tsinghua University. Conducted research project focused on large language model for machinary industry health monitoring.
- 2023.07 - 2024.09 . Algorithm Engineer in FreqX Intelligence Technology Co., Ltd.. Conducted algorithm development for machinary intelligent health maintainance.
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💬 Invited Talks
- T o D o
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🤝☕ Friend links
- Qi Li